Papers
12094 papers
ICML2025
Learning Latent Graph Structures and their Uncertainty
Summary pending...
Graph Structure LearningGraph Neural Networks
ICML2025
Random Feature Representation Boosting
Summary pending...
random featuresgradient boostinggradient representation boosting
ICML2025
Combinatorial Reinforcement Learning with Preference Feedback
Summary pending...
Reinforcement LearningPreference FeedbackMultinomial Logistic Model
ICML2025
Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization
Summary pending...
reinforcement learningsample complexityq-learning
ICML2025
Inverse Bridge Matching Distillation
Summary pending...
Diffusion BridgesBridge MatchingDiffusion Bridges Distillation
ICML2025
Learning curves theory for hierarchically compositional data with power-law distributed features
Summary pending...
Science of Deep LearningScaling lawshierarchical compositionality
ICML2025
Distributed Differentially Private Data Analytics via Secure Sketching
Summary pending...
differntial privacysketchingsecure multiparty computation
ICML2025
VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
Summary pending...
time series forecastingfoundation modelstransfer learning
ICML2025
Improved Online Confidence Bounds for Multinomial Logistic Bandits
Summary pending...
BanditMultinomial Logistic BanditConfidence Bound
ICML2025
Joint Learning of Energy-based Models and their Partition Function
Summary pending...
energy-based modelsmaximum likelihood estimationstochastic optimization
ICML2025
How Far Is Video Generation from World Model: A Physical Law Perspective
Summary pending...
video generationdiffusion modelworld model
ICML2025
Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
Summary pending...
Object poseOrientation
ICML2025
Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games
Summary pending...
Stochastic OptimizationNash EquilibriumNormal-Form Games
ICML2025
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
Summary pending...
Extreme ClassificationXCXML
ICML2025
The Power of Random Features and the Limits of Distribution-Free Gradient Descent
Summary pending...
gradient descentdistribution-freerandom features
ICML2025
Compositional Condition Question Answering in Tabular Understanding
Summary pending...
Multimodal Large Language Models; Tabular Understanding; Tabular Question Answering
ICML2025
Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
Summary pending...
large vision language modelssafety and securityvision question answering
ICML2025
Linearization Turns Neural Operators into Function-Valued Gaussian Processes
Summary pending...
Neural OperatorsUncertainty QuantificationBayesian Deep Learning
ICML2025
GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras
Summary pending...
equivariant neural networkgeometric deep learninggeometric algebra
ICML2025
Rapid Overfitting of Multi-Pass SGD in Stochastic Convex Optimization
Summary pending...
Stochastic convex optimizationSGDmulti-pass SGD